run_Efficiency.py

from DataRelated.DataGenerateNoCov import ReadRawTrainDataNoCovFromFile, ReadRawTestDataNoCovFromFile
from Reliability.test_reliability_PUBNoCov import  test_Reliability_PUB_NoCov
from Reliability.test_reliability_Wasserstein import test_Reliability_Wasserstein
from Reliability.test_reliability_moment import test_Reliability_mm_NoCov
import time
## set the network size
num_node_lst = [10,20,50]
## set the reliability = 1-\beta
beta_ = 0.1

NumDataSet = [100,500,1000,5000,10000]
mu_coeff = 1.6
truncate = 1
for num_node in num_node_lst:
    for num_data in NumDataSet:
        train_data_lst, info = ReadRawTrainDataNoCovFromFile(num_node, mu_coeff, truncate, num_data)
        test_data = ReadRawTestDataNoCovFromFile(num_node, mu_coeff, truncate)

        test_Reliability_PUB_NoCov(train_data_lst, test_data, info, num_node, num_data, 1, beta_, mu_coeff, truncate)
        test_Reliability_Wasserstein(train_data_lst, test_data, info, num_node, num_data, 1, beta_, mu_coeff, truncate)
        test_Reliability_mm_NoCov(train_data_lst, test_data, info, num_node, num_data, 1, mu_coeff, truncate)